sda

Shrinkage Discriminant Analysis and CAT Score Variable Selection

CRAN Package

Provides an efficient framework for high-dimensional linear and diagonal discriminant analysis with variable selection. The classifier is trained using James-Stein-type shrinkage estimators and predictor variables are ranked using correlation-adjusted t-scores (CAT scores). Variable selection error is controlled using false non-discovery rates or higher criticism.

  • Version1.3.8
  • R version≥ 3.0.2
  • LicenseGPL (≥ 3)
  • Needs compilation?No
  • Last release11/21/2021

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  • Depends4 packages
  • Imports2 packages
  • Enhances1 package
  • Suggests1 package
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